2* Datasets

2* Target Class

LSOCSTM

OCSTM

LSOCSVM

OCSVM

ACC

AUC

ACC

AUC

ACC

AUC

ACC

AUC

IRIS

1

0.97

0.9723

0.944

0.9483

0.956

0.9608

0.953

0.9512

2

0.8711

0.9013

0.8590

0.8827

0.8733

0.9036

0.8691

0.8801

BREAST-CANCER

1

0.6941

0.6064

0.6796

0.6246

0.6881

0.5971

0.6957

0.6090

2

0.7227

0.7389

0.7286

0.7442

0.7201

0.7298

0.7115

0.7213

SONAR

1

0.6298

0.6557

0.5865

0.6109

0.6123

0.6513

0.6112

0.6291

2

0.5368

0.7701

0.5571

0.7793

0.5316

0.7613

0.5328

0.7591

IONOSPHERE

1

0.6998

0.7984

0.6716

0.7893

0.6553

0.7712

0.6524

0.7698

2

0.6437

0.6869

0.5443

0.5874

0.6073

0.6354

0.5551

0.5982

USPS

1

0.9386

0.9558

0.9354

0.9493

0.9176

0.9325

0.9092

0.9301

2

0.9578

0.9677

0.9411

0.9712

0.9228

0.9496

0.9242

0.9502

LETTER RECOGNITION

1

0.7688

0.7879

0.7598

0.7764

0.7284

0.7453

0.7159

0.7332